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Published in: International Journal of Public Health 5/2010

Open Access 01-10-2010 | Original Article

Socioeconomic determinants of outpatient antibiotic use in Europe

Authors: Giuliano Masiero, Massimo Filippini, Matus Ferech, Herman Goossens

Published in: International Journal of Public Health | Issue 5/2010

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Abstract

Objectives

Outpatient antibiotic consumption widely varies across Europe. The investigation of the causes of such variation may help to identify interventions that would improve the efficient use of antibiotics. The aim of this study was to assess the impact of socioeconomic determinants and the role played by information about bacterial resistance.

Methods

Comparable data on systemically administered antibiotics and socioeconomic determinants in 17 European countries were available between 2000 and 2005. We estimated an ad hoc econometric model by means of a hybrid log–log functional form and random effects generalised least squares regressions. Lagged values and the instrumental variable method were applied to address endogeneity of bacterial resistance and infections. Bacterial resistance was measured by the rate of penicillin non-susceptible Streptococcus pneumoniae isolates (PNSP) and methicillin-resistant Staphylococcus aureus (MRSA).

Results

The population income, demographic structure, density of general practitioners and their remuneration method appeared to be significant determinants of antibiotic consumption. Although countries with higher levels of bacterial resistance exhibited significantly higher levels of per capita antibiotic use, ceteris paribus, the responsiveness of antibiotic use to changes in bacterial resistance was relatively low (0.09–0.18).

Conclusions

The study confirms that socioeconomic factors should be taken into account while explaining differences in outpatient antibiotic use across countries. The impact of supply-side factors and incentives attached to payment schemes for physicians need to be considered in government interventions to reduce inequalities and improve effectiveness in antibiotic utilisation.
Literature
go back to reference Albrich W, Monnet D, Harbarth S (2004) Antibiotic selection pressure and resistance in Streptococcus pneumoniae and Streptococcus pyogenes. Emerg Infect Dis 10:514–517PubMed Albrich W, Monnet D, Harbarth S (2004) Antibiotic selection pressure and resistance in Streptococcus pneumoniae and Streptococcus pyogenes. Emerg Infect Dis 10:514–517PubMed
go back to reference Austin DJ, Kristinsson KG, Anderson RM (1999) The relationship between the volume of antimicrobial consumption in human communities and the frequency of resistance. Proc Natl Acad Sci USA 96:1152–1156CrossRefPubMed Austin DJ, Kristinsson KG, Anderson RM (1999) The relationship between the volume of antimicrobial consumption in human communities and the frequency of resistance. Proc Natl Acad Sci USA 96:1152–1156CrossRefPubMed
go back to reference Baltagi BH (2005) Econometric analysis of panel data. Wiley, Chichester, West Sussex Baltagi BH (2005) Econometric analysis of panel data. Wiley, Chichester, West Sussex
go back to reference Baye MR, Maness R, Wiggins SN (1997) Demand systems and the true subindex of the cost of living for pharmaceuticals. Appl Econ 29:1179–1189CrossRef Baye MR, Maness R, Wiggins SN (1997) Demand systems and the true subindex of the cost of living for pharmaceuticals. Appl Econ 29:1179–1189CrossRef
go back to reference Belongia EA, Schwartz B (1998) Strategies for promoting judicious use of antibiotics by doctors and patients. Brit Med J 317:668–671PubMed Belongia EA, Schwartz B (1998) Strategies for promoting judicious use of antibiotics by doctors and patients. Brit Med J 317:668–671PubMed
go back to reference Bergman M, Huikko S, Pihlajama M, Laippala P, Palva E, Huovinen P, Seppala H (2004) Effect of macrolide consumption on erythromycin resistance in Streptococcus pyogenes in Finland in 1997–2001. Clin Infect Dis 38:1251–1256CrossRefPubMed Bergman M, Huikko S, Pihlajama M, Laippala P, Palva E, Huovinen P, Seppala H (2004) Effect of macrolide consumption on erythromycin resistance in Streptococcus pyogenes in Finland in 1997–2001. Clin Infect Dis 38:1251–1256CrossRefPubMed
go back to reference Cameron AC, Trivedi PK (2005) Microeconometrics. Cambridge University Press, New York Cameron AC, Trivedi PK (2005) Microeconometrics. Cambridge University Press, New York
go back to reference Cockburn J, Pit S (1997) Prescribing behaviour in clinical practice: patients’ expectations and doctors’ perceptions of patients’ expectations—a questionnaire study. Brit Med J 315:520–523PubMed Cockburn J, Pit S (1997) Prescribing behaviour in clinical practice: patients’ expectations and doctors’ perceptions of patients’ expectations—a questionnaire study. Brit Med J 315:520–523PubMed
go back to reference Di Matteo L (2005) The macro determinants of health expenditure in the United States and Canada: assessing the impact of income, age distribution and time. Health Policy 71:23–42CrossRefPubMed Di Matteo L (2005) The macro determinants of health expenditure in the United States and Canada: assessing the impact of income, age distribution and time. Health Policy 71:23–42CrossRefPubMed
go back to reference Di Matteo L, Grootendorst P (2002) Federal patent extension, provincial policies, and drug expenditures, 1975–2000. Can Tax J 50:1913–1948 Di Matteo L, Grootendorst P (2002) Federal patent extension, provincial policies, and drug expenditures, 1975–2000. Can Tax J 50:1913–1948
go back to reference Dickson M, Jacobzone S (2003) Pharmaceutical use and expenditure for cardiovascular disease and stroke: a study of 12 OECD countries. OECD Health Working Papers 1 Dickson M, Jacobzone S (2003) Pharmaceutical use and expenditure for cardiovascular disease and stroke: a study of 12 OECD countries. OECD Health Working Papers 1
go back to reference Donaldson C, Gerard K, Mitton C, Jan S, Wiseman V (2004) Economics of health care financing: the visible hand. Thomas Palgrave MacMillan, London Donaldson C, Gerard K, Mitton C, Jan S, Wiseman V (2004) Economics of health care financing: the visible hand. Thomas Palgrave MacMillan, London
go back to reference Elbasha EH (2003) Deadweight loss of bacterial resistance due to overtreatment. Health Econ 12:125–138CrossRefPubMed Elbasha EH (2003) Deadweight loss of bacterial resistance due to overtreatment. Health Econ 12:125–138CrossRefPubMed
go back to reference Ellison SF, Cockburn I, Griliches Z, Hausman J (1996) Characteristics of demand for pharmaceutical products: an examination of four cephalosporins. Rand J Econ 28:426–446CrossRef Ellison SF, Cockburn I, Griliches Z, Hausman J (1996) Characteristics of demand for pharmaceutical products: an examination of four cephalosporins. Rand J Econ 28:426–446CrossRef
go back to reference Elsevier M, Ferech M, Vander Stichele RH, Goossens H (2007) Antibiotic use in ambulatory care in Europe (ESAC data 1997–2002): trends, regional differences and seasonal fluctuations. Pharmacoepidem Dr S 16:115–123CrossRef Elsevier M, Ferech M, Vander Stichele RH, Goossens H (2007) Antibiotic use in ambulatory care in Europe (ESAC data 1997–2002): trends, regional differences and seasonal fluctuations. Pharmacoepidem Dr S 16:115–123CrossRef
go back to reference Filippini M, Masiero G, Moschetti K (2006) Socioeconomic determinants of regional differences in outpatient antibiotic consumption: evidence from Switzerland. Health Policy 78:77–92CrossRefPubMed Filippini M, Masiero G, Moschetti K (2006) Socioeconomic determinants of regional differences in outpatient antibiotic consumption: evidence from Switzerland. Health Policy 78:77–92CrossRefPubMed
go back to reference Filippini M, Masiero G, Moschetti K (2009a) Small area variations and welfare loss in the use of outpatient antibiotics. Health Econ Pol Law 4:55–77CrossRef Filippini M, Masiero G, Moschetti K (2009a) Small area variations and welfare loss in the use of outpatient antibiotics. Health Econ Pol Law 4:55–77CrossRef
go back to reference Filippini M, Masiero G, Moschetti K (2009b) Regional consumption of antibiotics: a demand system approach. Econ Model 26:1389–1397CrossRef Filippini M, Masiero G, Moschetti K (2009b) Regional consumption of antibiotics: a demand system approach. Econ Model 26:1389–1397CrossRef
go back to reference Finch RG, Metlay JP, Davey PG, Baker LL (2004) Educational interventions to improve antibiotic use in the community: report from the international forum on antibiotic resistance (IFAR) colloquium. Lancet 4:44–53CrossRef Finch RG, Metlay JP, Davey PG, Baker LL (2004) Educational interventions to improve antibiotic use in the community: report from the international forum on antibiotic resistance (IFAR) colloquium. Lancet 4:44–53CrossRef
go back to reference Goossens H, Ferech M, Vander Stichele R, Elseviers M (2005) Outpatient antibiotic use in Europe and association with resistance: a cross-national database study. Lancet 365:579–587PubMed Goossens H, Ferech M, Vander Stichele R, Elseviers M (2005) Outpatient antibiotic use in Europe and association with resistance: a cross-national database study. Lancet 365:579–587PubMed
go back to reference Greene WH (2003) Econometric analysis. Prentice Hall, New York Greene WH (2003) Econometric analysis. Prentice Hall, New York
go back to reference Habicht J, Kiivet RA, Habicht T, Kunst AE (2009) Social inequalities in the use of health care services after 8 years of health care reforms—a comparative study of the Baltic countries. Int J Public Health 54:250–259CrossRefPubMed Habicht J, Kiivet RA, Habicht T, Kunst AE (2009) Social inequalities in the use of health care services after 8 years of health care reforms—a comparative study of the Baltic countries. Int J Public Health 54:250–259CrossRefPubMed
go back to reference Hoogendijk E, van Groenou MB, van Tilburg T, Deeg D (2008) Educational differences in functional limitations: comparison of 55–65-years-olds in the Netherlands in 1992 and 2002. Int J Public Health 53:281–289PubMed Hoogendijk E, van Groenou MB, van Tilburg T, Deeg D (2008) Educational differences in functional limitations: comparison of 55–65-years-olds in the Netherlands in 1992 and 2002. Int J Public Health 53:281–289PubMed
go back to reference Hunt-McCool J, Kiker BF, Ng YC (1994) Estimates of the demand for medical care under different functional forms. J Appl Econ 9:201–218CrossRef Hunt-McCool J, Kiker BF, Ng YC (1994) Estimates of the demand for medical care under different functional forms. J Appl Econ 9:201–218CrossRef
go back to reference Huttner B, Goossens H, Verheij T, Harbarth S (2010) Characteristics and outcomes of public campaigns aimed at improving the use of antibiotics in outpatients in high-income countries. Lancet Infect Dis 10:17–31CrossRefPubMed Huttner B, Goossens H, Verheij T, Harbarth S (2010) Characteristics and outcomes of public campaigns aimed at improving the use of antibiotics in outpatients in high-income countries. Lancet Infect Dis 10:17–31CrossRefPubMed
go back to reference İlhan İÖ, Yıldırım F, Demisbaş H, Doğan YB (2009) Prevalence and sociodemographic correlates of substance use in a university-student sample in Turkey. Int J Public Health 54:40–44CrossRefPubMed İlhan İÖ, Yıldırım F, Demisbaş H, Doğan YB (2009) Prevalence and sociodemographic correlates of substance use in a university-student sample in Turkey. Int J Public Health 54:40–44CrossRefPubMed
go back to reference Kunst AE (2009) Socioeconomic inequalities in health in Central and Eastern Europe: synthesis of results of eight new studies. Int J Public Health 54:197–200CrossRefPubMed Kunst AE (2009) Socioeconomic inequalities in health in Central and Eastern Europe: synthesis of results of eight new studies. Int J Public Health 54:197–200CrossRefPubMed
go back to reference Matuz M, Benko R, Doro P, Hajdu E, Nagy G, Nagy E, Monnet DL, Soos G (2006) Regional variations in community consumption of antibiotics in Hungary, 1996–2003. Br J Clin Pharmacol 61:96–100CrossRefPubMed Matuz M, Benko R, Doro P, Hajdu E, Nagy G, Nagy E, Monnet DL, Soos G (2006) Regional variations in community consumption of antibiotics in Hungary, 1996–2003. Br J Clin Pharmacol 61:96–100CrossRefPubMed
go back to reference Richter M, Vereecken CA, Boyce W, Maes L, Gabhainn SN, Currie CE (2009) Parental occupation, family affluence and adolescent health behavior in 28 countries. Int J Public Health 54:203–212CrossRefPubMed Richter M, Vereecken CA, Boyce W, Maes L, Gabhainn SN, Currie CE (2009) Parental occupation, family affluence and adolescent health behavior in 28 countries. Int J Public Health 54:203–212CrossRefPubMed
go back to reference Rudholm N (2002) Economic implications of antibiotic resistance in a global economy. J Health Econ 21:1071–1083CrossRefPubMed Rudholm N (2002) Economic implications of antibiotic resistance in a global economy. J Health Econ 21:1071–1083CrossRefPubMed
go back to reference Stephenson J (1996) Icelandic researchers are showing the way to bring down rates of antibiotic-resistant bacteria. JAMA-J Am Med Assoc 275:175CrossRef Stephenson J (1996) Icelandic researchers are showing the way to bring down rates of antibiotic-resistant bacteria. JAMA-J Am Med Assoc 275:175CrossRef
go back to reference Thomas RL (1987) Applied demand analysis. Longman, London Thomas RL (1987) Applied demand analysis. Longman, London
go back to reference Vander Stichele R, Elseviers M, Ferech M, Blot S, Goossens H (2004) European surveillance of antimicrobial consumption (ESAC): data collection performance and methodological approach. Br J Clin Pharmacol 58:419–428CrossRefPubMed Vander Stichele R, Elseviers M, Ferech M, Blot S, Goossens H (2004) European surveillance of antimicrobial consumption (ESAC): data collection performance and methodological approach. Br J Clin Pharmacol 58:419–428CrossRefPubMed
go back to reference Woodhead M, Blasi F, Ewig S, Huchon G, Leven M, Ortqvist A, Schaberg T, Torres A, van der Heijden G, Verheij TJM (2005) Guidelines for the management of adult lower respiratory tract infections. Eur Respir J 26:1138–1180CrossRefPubMed Woodhead M, Blasi F, Ewig S, Huchon G, Leven M, Ortqvist A, Schaberg T, Torres A, van der Heijden G, Verheij TJM (2005) Guidelines for the management of adult lower respiratory tract infections. Eur Respir J 26:1138–1180CrossRefPubMed
Metadata
Title
Socioeconomic determinants of outpatient antibiotic use in Europe
Authors
Giuliano Masiero
Massimo Filippini
Matus Ferech
Herman Goossens
Publication date
01-10-2010
Publisher
SP Birkhäuser Verlag Basel
Published in
International Journal of Public Health / Issue 5/2010
Print ISSN: 1661-8556
Electronic ISSN: 1661-8564
DOI
https://doi.org/10.1007/s00038-010-0167-y

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